Genotype–environment associations to reveal the molecular basis of environmental adaptation
A fundamental goal in plant biology is to identify and understand the variation underlying
plants' adaptation to their environment. Climate change has given new urgency to this goal …
plants' adaptation to their environment. Climate change has given new urgency to this goal …
[HTML][HTML] Global wheat head detection 2021: An improved dataset for benchmarking wheat head detection methods
Abstract The Global Wheat Head Detection (GWHD) dataset was created in 2020 and has
assembled 193,634 labelled wheat heads from 4700 RGB images acquired from various …
assembled 193,634 labelled wheat heads from 4700 RGB images acquired from various …
From multivariate to functional data analysis: Fundamentals, recent developments, and emerging areas
Functional data analysis (FDA), which is a branch of statistics on modeling infinite
dimensional random vectors resided in functional spaces, has become a major research …
dimensional random vectors resided in functional spaces, has become a major research …
Comparing deep learning approaches for understanding genotype× phenotype interactions in biomass sorghum
We explore the use of deep convolutional neural networks (CNNs) trained on overhead
imagery of biomass sorghum to ascertain the relationship between single nucleotide …
imagery of biomass sorghum to ascertain the relationship between single nucleotide …
Global wheat head dataset 2021: more diversity to improve the benchmarking of wheat head localization methods
E David, M Serouart, D Smith, S Madec… - ar** involves leveraging sensors, such as RGB,
thermal and hyperspectral cameras (among others), to make large scale and rapid …
thermal and hyperspectral cameras (among others), to make large scale and rapid …
SG× P: a sorghum genotype× phenotype prediction dataset and benchmark
Large scale field-phenoty** approaches have the potential to solve important questions
about the relationship of plant genotype to plant phenotype. Computational approaches to …
about the relationship of plant genotype to plant phenotype. Computational approaches to …
Parallel tuning of semi‐dwarfism via differential splicing of Brachytic1 in commercial maize and smallholder sorghum
S Jiao, S Mamidi, MA Chamberlin, M Beatty… - New …, 2023 - Wiley Online Library
In the current genomic era, the search and deployment of new semi‐dwarf alleles have
continued to develop better plant types in all cereals. We characterized an agronomically …
continued to develop better plant types in all cereals. We characterized an agronomically …
Early Detection of Drought Stress in Durum Wheat Using Hyperspectral Imaging and Photosystem Sensing
Wheat, being the third largest US crop and the principal food grain, faces significant risks
from climate extremes such as drought. This necessitates identifying and develo** …
from climate extremes such as drought. This necessitates identifying and develo** …
Globally deployed sorghum aphid resistance gene RMES1 is vulnerable to biotype shifts but is bolstered by RMES2
Durable host plant resistance (HPR) to insect pests is critical for sustainable agriculture.
Natural variation exists for aphid HPR in sorghum (Sorghum bicolor), but the genetic …
Natural variation exists for aphid HPR in sorghum (Sorghum bicolor), but the genetic …